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+assets/meridian_method.png filter=lfs diff=lfs merge=lfs -text +videos-all/teaser_meridian_showcase_v9.mp4 filter=lfs diff=lfs merge=lfs -text +videos-all/teaser_meridian_showcase_v12.mp4 filter=lfs diff=lfs merge=lfs -text diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000000000000000000000000000000000000..c389b45855337ccec8ddeb389f4fe902abcd0b19 --- /dev/null +++ b/LICENSE @@ -0,0 +1,84 @@ +MiniMax H3 COMMUNITY LICENSE AGREEMENT +MiniMax H3 release date/License date: August 2, 2026. +The scope of this License Agreement (this “Agreement”) is expressly limited to the “Applicable Territory” as defined below. +By clicking to accept, or by using, reproducing, modifying, distributing, running, or displaying any portion or element of the MiniMax H3 Works (including through any Hosted Services) in any manner, you acknowledge and accept the terms of this Agreement, and this Agreement shall take immediate effect upon the occurrence of such act. +I. Definitions +1. “Acceptable Use Policy” means the policy published by MiniMax in Exhibit A. +2. “Agreement” means the terms and conditions set forth herein that govern the use, reproduction, distribution, modification, running, and display of the MiniMax H3 Works or any portion or element thereof. +3. “Applicable Territory” means worldwide, excluding the Excluded Territories. +4. “Documentation” means the specifications, manuals, and documentation concerning MiniMax H3 that are publicly released by MiniMax. +5. “Excluded Territories” means the European Union, the United Kingdom, the Republic of Korea and the United States of America. +6. “MiniMax H3” means the video generation model, together with its software and algorithms, including trained model weights, parameters (including optimizer states), machine-learning model code, inference-supporting code, and other elements thereof made publicly available by Us, as released at https://huggingface.co/MiniMaxAI/MiniMax-H3. +7. “MiniMax H3 Works” means (i) the Materials, (ii) the Model Derivatives, and (iii) all derivatives thereof. +8. “Hosted Services” means hosted services provided via application programming interfaces (APIs), web access, or any other electronic or remote means. +9. “Licensee,” “you,” or “your” means the natural or legal person exercising rights and/or using the MiniMax H3 Works for any purpose in any field of use under this Agreement. +10. “Materials” means, collectively, MiniMax H3 and the Documentation (and any portion thereof), in each case as made available by MiniMax under this Agreement and proprietary to MiniMax. +11. “Model Derivatives” means all of the following: (i) any modification of MiniMax H3 or any Model Derivative thereof; (ii) any work based on MiniMax H3 or any Model Derivative thereof; or (iii) any other machine learning model created by transferring the patterns of the weights, parameters, operational patterns, or Outputs of MiniMax H3 or any Model Derivative thereof to another model, such that the latter model exhibits behavior similar to MiniMax H3 or its Model Derivatives, including by distillation methods, methods using intermediate data representations, or methods based on training using synthetic-data Outputs generated by MiniMax H3 or its Model Derivatives. For the avoidance of doubt, Outputs are not deemed Model Derivatives. +12. “Output” means any result of operating or otherwise using MiniMax H3 or any Model Derivatives (including through Hosted Services). +13. “Third Party” means any natural or legal person that is not under common control with us or with you. +14. “Including” means “including but not limited to.” +15. “We,” “Us” or “MiniMax” means Nanonoble Pte. Ltd.. +II. Grant of Rights +Solely within the Applicable Territory, we grant you a non-exclusive, non-transferable, royalty-free, limited license to use, reproduce, distribute, create derivative works (including Model Derivatives), and modify the Materials in accordance with the terms of this Agreement and the Acceptable Use Policy, based on the intellectual property and other rights owned by MiniMax that are embodied in or used by the Materials. You shall not violate (or encourage or permit any person to violate) any term of this Agreement or the Acceptable Use Policy. +We will continuously evaluate the applicable laws, regulations and compliance requirements for the Excluded Territories. In the meantime, should any person in such Excluded Territories be interested in deploying our models, you are welcome to contact us about obtaining a license, which will be granted based on robust controls and guardrails for purposes of complying with the laws, regulations and compliance requirements of the Excluded Territories. +III. Distribution and Redistribution +Subject to and conditioned on your continuing compliance with this Agreement, including its territorial restrictions and the Acceptable Use Policy, and solely within the Applicable Territory, you may distribute or make available the MiniMax H3 Works to Third Parties within the Applicable Territory; provided, that all of the following conditions are met: +1. You must provide a copy of this Agreement to all such Third Parties who receive the MiniMax H3 Works or use your products or services related thereto; +2. You must cause any modified files to carry prominent notices stating that you have modified such files; +3. You are encouraged to: + a. display a notice on any product or service developed using MiniMax H3 indicating that the product or service is “Powered by MiniMax H3”; + b. add an AI-generation identifier to files produced using generative AI models including MiniMax H3; and + c. publish at least one technical blog post or a public statement describing your experience using MiniMax H3 Works; +4. All distributions to Third Parties (other than through Hosted Services) must be accompanied by a “NOTICE” text file containing the following notice: + “MiniMax H3 is licensed under the MiniMax H3 Community License Agreement, Copyright © 2026 MiniMax. All Rights Reserved.” +You may add your own copyright notices on your modifications; except as provided in this Section and in Section V, however, you may not impose additional or different terms and conditions on the use, reproduction, or distribution of your modifications or of any aggregate Model Derivatives, and your use, reproduction, modification, distribution, running, and display of the work must otherwise comply with the terms and conditions of this Agreement (including the provisions concerning the Applicable Territory). If you receive the MiniMax H3 Works from a Licensee as part of an integrated end-user product, the provisions of Section III of this Agreement do not apply to you, but Section V and Exhibit A remain applicable. +IV. Additional Commercial Terms +1. You shall obtain a separate, prior written authorization from MiniMax by contacting api@minimax.io with the subject line “MiniMax H3 licensing - authorization request”, if your commercial products and services generate more than 20 million US dollars (or equivalent in other currencies) in yearly revenue. +2. You shall prominently display “MiniMax H3”on the user interface of commercial product or service that uses MiniMax H3 or MiniMax H3 Works. +V. Use Restrictions +1. Your use of the MiniMax H3 Works must comply with applicable laws and regulations (including trade-compliance laws and regulations) and must comply with the Acceptable Use Policy for the MiniMax H3 Works, which is incorporated into this Agreement by reference. +2. Before providing access to the MiniMax H3 Works or any product, service, or Hosted Service incorporating them, you must bind each recipient or user to enforceable terms at least as protective as the use restrictions in this Section V and Exhibit A, and you must notify each recipient or user that those restrictions apply. +3. You may not use the MiniMax H3 Works or any of their Outputs or results to improve any other artificial intelligence model (other than MiniMax H3 or its Model Derivatives). +4. You may not use, reproduce, modify, distribute, or display the MiniMax H3 Works or any of their Outputs or results outside the Applicable Territory. Any such use outside the Applicable Territory is not authorized by this Agreement. +5. If you provide or make available to any Third Party a product, service, or Hosted Service that permits the generation of Outputs using MiniMax H3 or any Model Derivative, you must, before making that product or service available and throughout its operation, implement, maintain, test, and periodically review reasonable and proportionate technical and organizational safeguards designed to prevent and mitigate access, uses, and Outputs that violate this Section V or Exhibit A, including uses or Outputs that infringe, misappropriate, or otherwise violate any Third Party’s intellectual-property or other rights. You must not knowingly disable, materially weaken, or permit the circumvention of those safeguards. You must maintain a reasonably accessible mechanism for reporting suspected violations. Upon receiving a good-faith report or otherwise obtaining actual knowledge of a violation, you must promptly investigate and take reasonable steps within your control to stop or mitigate the violation, including removing or disabling access to offending content or services and suspending or terminating repeat violators where appropriate. You are responsible for implementing and enforcing these requirements with respect to your products, services, systems, users, and downstream recipients. +VI. Intellectual Property +1. Subject to MiniMax’s rights in the MiniMax H3 Works (and the intellectual property therein), and to your compliance with the terms and conditions of this Agreement, as between you and MiniMax, you will own the derivative works and modifications of the Materials that you have created or had created, as well as any Model Derivatives. +2. Except for the limited license expressly granted in this paragraph, no trademark license is granted under this Agreement; with respect to MiniMax H3 Works, the Licensee may not use any name or mark owned by or associated with MiniMax or any of its affiliates, except as reasonably and customarily necessary to describe and distribute the MiniMax H3 Works. MiniMax hereby grants you a license to use the “MiniMax H3” mark (the “Mark”) within the Applicable Territory solely for the purpose of complying with Section III.3; provided, that you comply with all applicable trademark-protection laws. All goodwill arising from your use of the Mark shall inure to the benefit of MiniMax. +3. If you bring or assert any suit or other legal proceeding (including a cross-claim or counterclaim in any action) against us or any other natural or legal person alleging that the Materials, any Output, or any portion of the foregoing infringes any intellectual property right or other right owned by you or for which you can obtain a license, all licenses granted to you under this Agreement will terminate as of the date such suit or proceeding is filed. You shall defend, indemnify, and hold us harmless against any Third-Party claim arising out of or related to the use or distribution of the MiniMax H3 Works by you or by any Third Party. +4. MiniMax claims no rights over the Outputs you generate. You and your users are entirely responsible for the Outputs and any subsequent use thereof. +VII. Disclaimers and Limitations of Liability +1. 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TO THE FULLEST EXTENT PERMITTED BY APPLICABLE LAW, IN NO EVENT SHALL MINIMAX OR ITS AFFILIATES BE LIABLE UNDER ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, TORT, NEGLIGENCE, PRODUCTS LIABILITY, OR OTHERWISE, FOR ANY DAMAGES, INCLUDING ANY DIRECT, INDIRECT, SPECIAL, INCIDENTAL, EXEMPLARY, CONSEQUENTIAL OR PUNITIVE DAMAGES, OR LOST PROFITS OF ANY KIND ARISING FROM THIS AGREEMENT OR RELATED TO ANY OF THE MINIMAX H3 WORKS OR OUTPUTS, EVEN IF MINIMAX OR ITS AFFILIATES HAVE BEEN ADVISED OF THE POSSIBILITY OF ANY OF THE FOREGOING. +VIII. Term and Termination +1. This Agreement is effective from the moment you accept this Agreement or begin accessing the Materials, and, subject to your compliance with its terms and conditions, will remain in effect until terminated as provided herein. +2. If you breach any term or condition of this Agreement, we have the right to terminate this Agreement. Upon termination, you must immediately cease accessing, using, and distributing the MiniMax H3 Works; delete or destroy all copies within your possession or control; and notify each downstream recipient that your authorization has ended. The obligations in the preceding sentence and Sections VI.1, VI.3, VII, and IX survive termination. +IX. Governing Law and Jurisdiction +1. This Agreement, and any dispute arising out of or related to this Agreement, shall be governed by the laws of the Hong Kong Special Administrative Region of the People’s Republic of China, without regard to its conflict-of-laws rules. The United Nations Convention on Contracts for the International Sale of Goods does not apply to this Agreement. +2. Any dispute arising out of or related to this Agreement shall be subject to the exclusive jurisdiction of the courts of the Hong Kong Special Administrative Region of the People’s Republic of China with competent jurisdiction. Both MiniMax and the Licensee hereby consent to the exclusive jurisdiction of such courts for any such dispute. +Additional Note: Please note that the encoder of MiniMax H3 uses Qwen3-VL-32B, which is licensed under Apache 2.0 License: https://github.com/QwenLM/Qwen3-VL/blob/main/LICENSE. + +Exhibit A — Acceptable Use Policy +MiniMax reserves the right to update this Acceptable Use Policy from time to time. +Last revised: August 2, 2026. +MiniMax is committed to promoting the safe and fair use of its tools and features, including MiniMax H3. You agree not to use MiniMax H3, any Model Derivatives, or any Output in any of the following ways: +1. Use outside the Applicable Territory; +2. Use in any manner that violates any applicable national, federal, state, local, or international law, regulation, or other legal requirement, or that infringes, misappropriates, or otherwise violates any Third Party’s intellectual-property or other proprietary rights, including through unauthorized reproduction, distribution, public display, public performance, or creation of derivative works; +3. Use in any manner that may harm yourself or others; +4. Use to repurpose or distribute the Outputs of MiniMax H3 or any Model Derivatives in order to harm yourself or others; +5. Use to circumvent or bypass any safety guardrails or safeguards we have implemented; +6. Use in any manner that exploits or harms, or intends to exploit or harm, minors; +7. Use to generate or disseminate verifiably false information and/or content for the purpose of harming others or influencing elections; +8. Use to manufacture or facilitate false online engagement, including fake reviews and other means of false online engagement; +9. Use to intentionally defame, disparage, or otherwise harass others; +10. Use to generate and/or disseminate malware (including ransomware) or any other content intended to damage electronic systems; +11. Use to generate or disseminate personally identifiable information for the purpose of harming others; +12. Use to generate or disseminate information (including images, code, posts, or articles) in or to any public environment (including via bot tweets or similar means) without clearly and prominently disclosing that such information and/or content is machine-generated; +13. Use to impersonate another person without that person’s consent, authorization, or lawful right to do so; +14. Use to make high-risk automated decisions in critical domains that affect individual safety, rights, or well-being (such as law enforcement, immigration, healthcare or medical services, critical-infrastructure management, product-safety components, essential services, credit, employment, housing, education, social scoring, or insurance); +15. Use in any manner that violates or disregards the social, ethical, or moral standards of other countries or regions; +16. Use to carry out, assist, threaten, incite, plan, advocate for, or encourage violent extremism or terrorism; +17. Use for any purpose intended to discriminate against, or harm, individuals or groups based on protected characteristics or categories, online or offline social behavior, or known or predicted personality traits; +18. Use to intentionally exploit the vulnerabilities of specific populations based on age, social, physical, or psychological characteristics, so as to materially distort the behavior of a member of that group in a manner that causes, or is likely to cause, physical or psychological harm to that person or to others; +19. Use for military purposes; +20. Use to engage in any unauthorized or unlicensed professional activity, including but not limited to financial, legal, medical or healthcare, or other professional practice. diff --git a/LICENSE-CODE b/LICENSE-CODE new file mode 100644 index 0000000000000000000000000000000000000000..261eeb9e9f8b2b4b0d119366dda99c6fd7d35c64 --- /dev/null +++ b/LICENSE-CODE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/MODIFICATIONS.md b/MODIFICATIONS.md new file mode 100644 index 0000000000000000000000000000000000000000..f776656b02dfbcd855bc8a3006411452489f670c --- /dev/null +++ b/MODIFICATIONS.md @@ -0,0 +1,62 @@ +# Modified files + +Section III.2 of the MiniMax H3 Community License Agreement requires that modified files carry a +prominent notice saying so. This file is that notice. + +Everything below is derived from [`MiniMaxAI/MiniMax-H3`](https://huggingface.co/MiniMaxAI/MiniMax-H3). + +## `transformer/` — modified + +**Every weight file in `transformer/` has been modified.** It started as the base model's `transformer/` +(the `fl2va` video transformer, 50 layers) and every parameter was updated by a full finetune on a +re-camera objective (source clip + a point-cloud render from a second camera → that camera's clip). The +architecture, `config.json` and tensor names are unchanged, so it is a drop-in replacement for the base +`transformer/`; the numbers in it are not the base model's numbers. + +The file layout also differs: the finetune was written as one 61.7 GiB safetensors file and re-sharded +here, because HuggingFace rejects single files above 50 GB. The tensors and their contents are unchanged +by that re-sharding. + +## `lora/pytorch_lora_weights.safetensors` — new + +Not a MiniMax file. A rank-128 LoRA over the linear layers of `transformer/`, trained by us with DMD +distillation. It is a delta on the finetuned transformer above, not on the base model; loading it onto +the stock `transformer/` produces garbage. Its sampling grid is `--steps 4 --flow-shift 3`. + +## `assets/fixed_embed_{n}.pt`, `assets/silence_audio_{n}.pt` — new + +Not MiniMax files. Frozen text-conditioning tensors (one per supported output length) computed once +with the base model's own text encoder from the prompt in `assets/prompt.txt`, so that inference never +loads Qwen3-VL, and the audio latent of silence at each length. They are *outputs* of the base model's +encoders in the sense of Section I.12. + +## `assets/prompt.txt` — new + +Not a MiniMax file. The prompt text the embeddings above were computed from, included so that what +conditions every render is readable rather than opaque. + +## `recam/`, `inference/`, `service/` — new + +Not MiniMax files. Written by us against the public `diffusers` API (`recam/h3.py` calls the pipeline's +own layout builder and scheduler; nothing in `diffusers` is patched). Licensed under Apache 2.0 +(`LICENSE-CODE`); each Python file carries an `SPDX-License-Identifier: Apache-2.0` header. + +## Not included: VGGT-Omega + +Inference depends on Meta's VGGT-Omega for geometry. It is not redistributed here (FAIR Noncommercial +Research License, gated weights); `recam/geometry.py` imports it from a path you provide. See README.md. + +## `LICENSE`, `LICENSE-CODE`, `NOTICE` + +`LICENSE` is the MiniMax H3 Community License Agreement, included unmodified as Section III.1 requires. +`LICENSE-CODE` is the Apache 2.0 text and covers the code directories only. `NOTICE` records the +attribution and that the weights are not Apache 2.0. + +Sampling draws every noise tensor on the CPU from the seeded generator, so a `--seed` reproduces across +GPU models. The internal tooling drew them in a different order and on the device, so a seed does not +reproduce a take made with it. + +## `examples/media/` — new + +Two clips from Wikimedia Commons under CC0, cut to 73 frames at 1280 × 720 with the soundtrack removed. +Provenance in `examples/CREDITS.md`. Not MiniMax material. diff --git a/NOTICE b/NOTICE new file mode 100644 index 0000000000000000000000000000000000000000..82dd7ab3ef45582b4d93c1bb3d19662c32e985b7 --- /dev/null +++ b/NOTICE @@ -0,0 +1,22 @@ +MiniMax H3 is licensed under the MiniMax H3 Community License Agreement, +Copyright © 2026 MiniMax. All Rights Reserved. + +--- + +Viggle-Recam is a Model Derivative of MiniMax H3, as that term is defined in +Section I.11 of the MiniMax H3 Community License Agreement. It is distributed +under that same Agreement, a copy of which is included in this repository as +LICENSE. See MODIFICATIONS.md for the list of files that were modified. + +Powered by MiniMax H3. + +Modifications and additions Copyright © 2026 Viggle AI. + +The code in recam/, inference/ and service/ is licensed under the Apache +License 2.0 (LICENSE-CODE). The model weights are not. + +This repository does not contain VGGT-Omega. Inference depends on it, and it is +distributed by Meta under the FAIR Noncommercial Research License; see README.md. + +The two clips in examples/media/ are Wikimedia Commons material released under +CC0 1.0; see examples/CREDITS.md. diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..4184e0bba1bc53c390d0bd019309c6ae39228f4e --- /dev/null +++ b/README.md @@ -0,0 +1,259 @@ +--- +license: other +license_name: minimax-h3-community-license +license_link: LICENSE +base_model: MiniMaxAI/MiniMax-H3 +pipeline_tag: video-to-video +tags: + - video-to-video + - novel-view-synthesis + - camera-control + - re-camera +--- + +# Meridian: A new perspective on space and time + +By **Viggle AI** · built on **[MiniMax-H3](https://huggingface.co/MiniMaxAI/MiniMax-H3)** · +geometry by **[VGGT-Omega](https://github.com/facebookresearch/vggt-omega)** + +**One event. Anywhere. Anytime.** + +**Meridian is a geometry-guided video model for authoring new observations of existing events.** +Revisit a recorded event from a new viewpoint. Let the action unfold, slow it down, or hold a +moment still—all while moving the camera along a path you choose. +You can also create a camera move from a single image. + +[Quickstart](#quickstart) · [Method](#method) + +
+ +

51-second teaser

+
+ +## See it in motion + +The motocross example includes the original video and a diagram of the planned camera path. +The ballet example uses a single photograph. The NBA edit labels the parts taken from the original footage. + + + + + + + + + + +
+ +

A dunk. A new look at the same play. This edit combines generated views with original footage, including the dunk's finish.

+
+ +

Play. Hold. Resume. Pause the splash, move the camera, then let the action continue.

+
+ +

Compose a camera path. Orbit, move sideways, and change distance—all in one continuous shot.

+
+ +

One image. Another viewpoint. A camera move from a single ballet photograph.

+
+ +## Space and time, independently + +| Choose… | What you can do | +|---|---| +| **Where to watch from** | Orbit, move in or out, slide sideways, or move up and down. Set the viewing direction and field of view. | +| **When to watch** | Choose a sequence, hold one frame, or slow down / speed up the input video before generation. | +| **How the two meet** | Move around a frozen moment, follow slow-motion action, or choose a new angle for a sped-up sequence. | + +Bullet time is one combination—not the boundary of the model. To slow down or speed up the +action, retime the input video first. Then design the camera path over that timeline. + +## Beyond the frame + +A camera's position shapes how an event is seen: what draws our attention, what feels close, +and what remains outside the frame. Meridian explores keeping some of those choices open +after capture. + +For filmmakers, this opens room to compose a new shot around an existing moment—not just edit +what the camera recorded, but generate another way of observing it. In the longer term, that +freedom could extend to viewers: choosing a perspective, following a subject, or lingering on +a detail rather than watching only a predetermined sequence. + +**The event has passed. The choice of how to see it remains open.** + +## Method + +![VGGT-Omega estimates depth and camera poses from the input video. Colored 3D points are rendered along the chosen camera path to produce a warped video. Meridian uses this reference and the matching input frames to generate a new view. Video frames are real examples; points and cameras are schematic.](https://huggingface.co/Viggle/Meridian/resolve/main/assets/meridian_method.png) + +*The same moment in the input, warped reference, and output. The 3D points and cameras are schematic.* + +**Choose the moment. Place the camera. Render the reference. Complete the view.** + +1. **Build the geometry.** VGGT-Omega estimates depth and camera poses from the input video. + We use these estimates to turn the selected frames into colored 3D points. +2. **Render the new view.** For each output frame, choose a moment from the input and a camera + viewpoint. Render the corresponding points from that view, leaving uncovered regions grey. +3. **Generate the shot.** Meridian takes the input video and the matching rendered video as + references, then fills in missing regions and refines the image. + +**Preview before generation.** Once the 3D points are available, rendering the reference is fast. +You can check the framing and camera motion, spot gaps in the view, and adjust the path before +running the video model. + +## Model + +Meridian uses **MiniMax-H3's transformer and VAE, without loading a text encoder at inference**. +The task's text embeddings are precomputed; the transformer architecture is unchanged. + +| Component | Role | +|---|---| +| `transformer/` | Meridian's finetuned MiniMax-H3 checkpoint; 61.7 GiB in bf16. | +| `lora/` | Fast-inference adapter; 2.5 GiB. Default: `--steps 4 --flow-shift 3`, **3 forwards**. | +| `assets/` | Precomputed text embeddings, audio-layout assets, and the readable task prompt. | + +**Use the adapter with Meridian's transformer, not the unmodified MiniMax-H3 checkpoint.** + +- **Output:** 24 fps, aspect-matched 768-class canvas; 1344 × 768 for a 16:9 input. +- **Lengths:** 73, 90, 107, 124, 141, 158, 175, or 243 frames—approximately 3–10 seconds per take. +- **Included tools:** inference CLI, runtime assets, sample clips, and a prototype Studio. + +## Install + +Follow the **[installation guide](docs/installation.md)** for code, checkpoint setup, dependencies, +and the separately obtained VGGT-Omega geometry model. Inference requires Meridian's transformer +and adapter, the MiniMax-H3 VAE, and VGGT-Omega. Checkpoint availability and paths are listed in the guide. + +The reference implementation runs on one high-memory CUDA GPU; memory and timings are reported below. +It does not currently expose quantization, CPU offloading, or multi-GPU sharding. + +**Community: bring Meridian to smaller GPUs.** Keeping MiniMax-H3's architecture and omitting the +text encoder provides a starting point for adapting community memory-saving techniques. We welcome +work on quantization and CPU offloading toward consumer GPUs such as the **RTX 4090**. These are +integration targets, not supported or validated configurations in the current scripts. + +Review the licenses before use: the code license does not cover the weights or remove +VGGT-Omega's noncommercial restrictions. + +## Quickstart + +After completing installation, including the separately supplied weights, run from the Meridian +directory. The included CC0 sample clips are already 24 fps and contain 73 frames each. + +```bash +# A gentle 15° orbit over the live event. +python inference/sample.py --video examples/media/sp_bouldering_hang.mp4 \ + --yaw 15 --sweep --ease --out out/orbit + +# Play 24 frames, then hold frame 24 for 49 output frames while orbiting. +python inference/sample.py --video examples/media/sp_bouldering_reach.mp4 \ + --yaw 35 --freeze 24:49 --out out/bullet +``` + +Open `out/orbit/grid.mp4` to compare **source → geometry reference → generated take**. The take is +`out.mp4`; `render.mp4` shows the geometric input with grey holes. + +For your own footage, use a continuous shot exported at **constant 24 fps**. The CLI reads frames +by index: an ordinary take needs at least `start + frames` input frames. It does not normalize the +frame rate or detect cuts for you. + +## Self-hosting the demo + +
+ +

Designing a camera path and previewing the geometry.

+
+ +**Early prototype.** The Studio is a very basic, vibe-coded demo, not a production editor. +The walkthrough shows one simple way to use it. + +```bash +CARD=0 bash service/run.sh --host 127.0.0.1 --port 8412 +``` + +Open `http://127.0.0.1:8412` once the terminal prints `ready`. + +Upload a clip, design a path with multiple camera keyframes, preview the geometry, then generate. +The browser provides **real-time 3D feedback** once geometry is loaded; full-path rendering and +final video generation are separate GPU operations, not real-time generative video. + +The service has no authentication. The command above binds to loopback; do not expose this +prototype directly to the internet. + +## Performance + +Reported results on **one B200 with the service resident**, using the default adapter: + +| Output length | Take generation | Peak GPU memory | +|---|---|---| +| 73 frames | ~36 s | 88 GiB | +| 124 frames | ~80 s | 89 GiB | +| 243 frames | ~150 s | 113 GiB | + +Generation timings start with geometry prepared; upload processing and reconstruction are separate. +A 73-frame reference warp was reported at **0.24 s**, versus approximately 36 s for generation. +These are indicative measurements, not guarantees across GPUs, resolutions, or cache states. + +## Limitations + +Unseen surfaces are generated, not recovered. + +- **Geometry robustness.** Meridian generally handles imperfect geometry well, but cannot reliably + recover from severe errors or a badly warped reference. +- **Large moves are less stable.** Full 360° orbits can work, but large viewpoint changes can cause + distortion, drift, or inconsistent details in newly visible areas. +- **Timing and continuity.** Retiming changes which input frames are used; it does not recover + missing motion. Separately generated clips may not join smoothly. + +## Documentation and code + +[Inference guide](docs/inference.md) — camera recipes, source timing, CLI options, and troubleshooting. + +Implementation lives in `recam/`, the CLI in `inference/sample.py`, and the Studio in `service/`. + +## License + +- **Weights** (`transformer/`, `lora/`, `assets/*.pt`): the + [MiniMax H3 Community License Agreement](LICENSE). Meridian (released as Viggle-Recam) is a Model + Derivative of MiniMax-H3; `MODIFICATIONS.md` is the Section III.2 notice. Powered by MiniMax H3. + The Agreement licenses use + and distribution of the weights and their outputs in its Applicable Territory only, which excludes + the European Union, the United Kingdom, the Republic of Korea and the United States (Section I.3, + I.5, V.4); read it before you download. +- **Code** (`recam/`, `inference/`, `service/`): [Apache 2.0](LICENSE-CODE). +- **VGGT-Omega**: not included. FAIR Noncommercial Research License v1, obtained from Meta separately; + see [Install](#install). +- **Sample clips**: Wikimedia Commons, CC0; see [`examples/CREDITS.md`](examples/CREDITS.md). + +## Intended use + +Exploring new viewpoints and timing in footage you have the rights to, for previsualisation, editing, +and creative work. Do not use it to fabricate footage of real people or events presented as genuine, +and label what you generate as AI-generated. If you pass the weights on or host them, the Agreement +makes you bind your users to its +use restrictions and tell them so (Section V.2), keep safeguards on any generation service (V.5), +display "MiniMax H3" in a commercial product's interface (IV.2), and ask MiniMax for authorization above +US$20M yearly revenue (IV.1). + +## Citation + +```bibtex +@misc{viggle-meridian-2026, + title = {Meridian: A New Perspective on Space and Time}, + author = {Viggle AI}, + year = {2026}, + url = {https://huggingface.co/Viggle/Meridian} +} +``` diff --git a/assets/fixed_embed_107.pt b/assets/fixed_embed_107.pt new file mode 100644 index 0000000000000000000000000000000000000000..98ec0764650cb3faece21856e98af528fd2a00d3 --- /dev/null +++ b/assets/fixed_embed_107.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4718b3470b5a6c6067a0aca6f4e871b7f4a12a8bbf307e1abceb7f0af0883c7 +size 5201189 diff --git a/assets/fixed_embed_124.pt b/assets/fixed_embed_124.pt new file mode 100644 index 0000000000000000000000000000000000000000..a28b98897d544aed5deb8d9d59f4b841c21bd035 --- /dev/null +++ b/assets/fixed_embed_124.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:183d526456085985ba2447c8dad60e9dc14e65075e942a080a8818367e352edc +size 5324261 diff --git a/assets/fixed_embed_141.pt b/assets/fixed_embed_141.pt new file mode 100644 index 0000000000000000000000000000000000000000..d211b8558d625308a11ab9669baee6a01ea2f047 --- /dev/null +++ b/assets/fixed_embed_141.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e123721344c414a0f6dd91c5ed2daf9d324c10377099140f5486c7444dde801 +size 5324261 diff --git a/assets/fixed_embed_158.pt b/assets/fixed_embed_158.pt new file mode 100644 index 0000000000000000000000000000000000000000..e8d125fb92aae63250b7289e751e355fb0752889 --- /dev/null +++ b/assets/fixed_embed_158.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:599e7a4b2c1fef72c15e829675c336d18082a9d5a7d74e3d58c6c95f773aee1b +size 5447205 diff --git a/assets/fixed_embed_175.pt b/assets/fixed_embed_175.pt new file mode 100644 index 0000000000000000000000000000000000000000..b35101bd9dc9456d27c1bb6bb2efd35bc1d30bda --- /dev/null +++ b/assets/fixed_embed_175.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9091ee16cbb2ea740e2acf883d22e282d0ea6f8aca5045584d300071eec8007f +size 5570277 diff --git a/assets/fixed_embed_243.pt b/assets/fixed_embed_243.pt new file mode 100644 index 0000000000000000000000000000000000000000..958928e241cec131a87232fa2ce951629cfee7de --- /dev/null +++ b/assets/fixed_embed_243.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb55b658f35c4ac654ba9d08b1cfeaf04295935a51d09857789f6d07b131391a +size 5959845 diff --git a/assets/fixed_embed_73.pt b/assets/fixed_embed_73.pt new file mode 100644 index 0000000000000000000000000000000000000000..9bc1708095984c3fe2fc99373e762cab5139c0b1 --- /dev/null +++ b/assets/fixed_embed_73.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b297f2d18ead294f24b4c1a4fbd116049da19b833742f6c0c59d8f85478bf47 +size 5078109 diff --git a/assets/fixed_embed_90.pt b/assets/fixed_embed_90.pt new file mode 100644 index 0000000000000000000000000000000000000000..aed79dc1a1b43a8a2f1fe0d8c3d2664b1605e79a --- /dev/null +++ b/assets/fixed_embed_90.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a64703d16844bdda2724d3a262eafcfaf35522b97633a1d0743477350fd1eba3 +size 5078109 diff --git a/assets/meridian_method.png b/assets/meridian_method.png new file mode 100644 index 0000000000000000000000000000000000000000..390a7773b52bf056ef8e8cfa33b34dd3a491a321 --- /dev/null +++ b/assets/meridian_method.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:412c686ce8c3d12784095556c7d8d6807989ffa3a0fa83a8498dbdef973d69f3 +size 491862 diff --git a/assets/prompt.txt b/assets/prompt.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a8bcb42fc22434f410fa5a35466ca8bb231f0b7 --- /dev/null +++ b/assets/prompt.txt @@ -0,0 +1,16 @@ +subject_definitions: +